Show HN: Cactus Hybrid: We taught Gemma 4 to know when it's wrong
Hey HN, Henry & Roman here from Cactus.A small, on-device model is fast and private, but sometimes wrong, but frontier models are getting expensive pretty fast.…
Hey HN, Henry & Roman here from Cactus.A small, on-device model is fast and private, but sometimes wrong, but frontier models are getting expensive pretty fast.…
Article URL: https://mitchellh.com/writing/everyone-should-know-simd Comments URL: https://news.ycombinator.com/item?id=49010648 Points: 9 # Comments: 0
submitted by /u/ZenaMeTepe [link] [comments]
Article URL: https://chatgpt.com/share/6a5fdc7a-d6f8-83e8-bbea-8deb42cfed56 Comments URL: https://news.ycombinator.com/item?id=49010345 Points: 56 # Comments: 8
GLM-5.2 UD-Q4_K_XL GGUF @ 12.2 tok/s output // 30.9 tok/s input on a real 10.7k-token document using llama.cpp RPC - At 10.7k context: 10.2 tok/s output…
The primary driver of this project is that I'd become frustrated with the reasoning behavior of smaller local models such as Qwen3.6-27B (i believe particularly at…
Article URL: https://github.com/marcelroed/gigatoken/ Comments URL: https://news.ycombinator.com/item?id=49010167 Points: 28 # Comments: 0
Article URL: https://dylancastillo.co/posts/pelicanmaxxing.html Comments URL: https://news.ycombinator.com/item?id=49010129 Points: 46 # Comments: 12
Hey all! Is anyone else going to be at KDD in Jeju? Would love to connect with fellow attendees. I work on interpretability, fairness, and editing…
Laguna-S-2.1 runs on my 2020 PC (RTX 3080 10GB, Ryzen 9 3950X, 64 GB RAM). Realistically only usable overnight though. I must not breathe too hard…
One thing I noticed in American politics, whenever the government wants to push unpopular actions or laws, they often introduce fear to convince the public to…
Article URL: https://www.swingnyc.com/ Comments URL: https://news.ycombinator.com/item?id=49009324 Points: 5 # Comments: 0
Related posts Crossposted from canaryinstitute.ai/blog/gaaia-visibility-not-control. I haven't seen any discussion, other than a brief mention by Zvi. Overall looks like many beneficial first steps, and surprised…
Hi HN, We’re Adeel and Umair, co-founders of Unlayer (https://unlayer.com/). We let you add content creation to your applications without having to build an entire editor,…
Replit AI deletes entire database during code freeze, then lies about it— a Hacker News headline from this corpus, July 2025July 21st 2026, OpenAI released a…
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Article URL: https://dynomight.net/creatine/ Comments URL: https://news.ycombinator.com/item?id=49008642 Points: 9 # Comments: 0
Article URL: https://cameronmpalmer.medium.com/should-you-even-use-an-llm-b4f3b7914f4d Comments URL: https://news.ycombinator.com/item?id=49008624 Points: 3 # Comments: 1
About to plug them in. Currently running a single 3090. I got these for less than the price of a single 3090. 24GB wasn't enough for…
I'm the author of a paper my friends and I wrote after we were curious if a MUD, text games originating in the 1970s, could be…
Article URL: https://www.yankodesign.com/2026/05/31/a-zipper-patent-sat-in-a-garage-for-40-years-now-its-real/ Comments URL: https://news.ycombinator.com/item?id=49008512 Points: 7 # Comments: 0
TL;DR: Neural networks can easily learn to regress cubic polynomials of type mjx-container[jax="CHTML"] { line-height: 0; } mjx-container [space="1"] { margin-left: .111em; } mjx-container [space="2"] {…
Article URL: https://beej.us/blog/data/ai-making/ Comments URL: https://news.ycombinator.com/item?id=49008440 Points: 4 # Comments: 0
TLDRModels often behave dishonestly without acquiring a coherent deceptive disposition.We trained some mid-sized models on their own plausible but false reasoning.True and false training usually produced…